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Changes in Vertical Distribution of Spectral Reflectance within Spring Barley Canopy as an Indicator of Nitrogen Nutrition, Canopy Structure and Yield Parameters

机译:大麦冠层光谱反射率垂直分布的变化作为氮素营养,冠层结构和产量参数的指标

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The main objective of this study was to evaluate the spectral reflectance in the vertical profile of spring barley canopy at the booting growth stage and to determine how the reflectance gradient changes in relation to crop density and nitrogen (N) nutrition. Vertical gradients of spectral reflectance were studied in field trials with three sowing densities (2, 4 and 6 million of germinating seeds/ha) and two levels of N nutrition (0 and 90 kg/ha). It was found that differences in vegetation indices caused by N nutrition are most pronounced in the second and third leaf from the top, and these increase with increasing sowing density.The vertical gradient of reflectance, specifically the ratio between the leaves F-3/F-1 for vegetation indices based on red-edge reflectance, represents a reliable indicator of number of ears per area unit (R = –0.87 for Normalised Red Edge-Red Index (NRERI) and –0.93 for Zarco-Teja-da and Miller Simple Ratio Index (ZM)). A close relationship to ear productivity was found almost for all observed vegetation indices and any leaf in vertical profile (R = 0.79–0.97). In contrast, the prediction of protein content in barley grain was the most reliable when the red-edge reflectance indices (ZM and NRERI) particularly from upper three leaves were used (R = 0.81–0.88). The results show that the knowledge of reflectance heterogeneity in the vertical profile of canopy can significantly contribute to the interpretation of the measured data, to the differentiation of the N nutrition effect from the response to canopy density, and finally to a more accurate estimation of yield parameters and protein content in grain.
机译:这项研究的主要目的是评估在生长期的春季大麦冠层垂直剖面中的光谱反射率,并确定反射率梯度如何与作物密度和氮(N)营养有关。在田间试验中,以三种播种密度(2、4和600万发芽种子/公顷)和两种氮素水平(0和90 kg / ha)研究了光谱反射率的垂直梯度。研究发现,氮素养分引起的植被指数差异在自上而下的第二和第三叶片中最为明显,并且随着播种密度的增加而增加。反射率的垂直梯度,特别是叶片F-3 / F的比率基于红边反射率的植被指数为-1,代表了每单位面积的耳朵数的可靠指标(归一化红边-红色指数(NRERI)为R = –0.87,Zarco-Teja-da和Miller Simple为–0.93比率指数(ZM))。几乎所有观察到的植被指数和任何垂直剖面的叶片都与耳朵的生产力密切相关(R = 0.79–0.97)。相反,当使用红边反射率指数(ZM和NRERI),特别是来自上部三片叶子的红边反射率指数(R = 0.81-0.88)时,大麦籽粒中蛋白质含量的预测最为可靠。结果表明,在冠层垂直剖面上对反射率异质性的了解可以极大地有助于解释测量数据,有助于区分氮素营养效应与冠层密度的响应,最终有助于更准确地估算产量谷物中的参数和蛋白质含量。

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